目的 为实现飞机系统安装支架的轻量化,提出了一种面向激光增材制造的协同优化设计方法。方法 基于变密度法(SIMP)建立以最大化结构静力刚度为优化目标的拓扑优化模型,并结合包络优化与形状优化策略构建一体化设计框架;以某型飞机系统安装支架为研究对象,开展多载荷工况有限元分析、拓扑优化与几何重构,同时引入激光粉末床熔融(LPBF)工艺约束,实现结构设计与成形工艺的协同,最终通过LPBF工艺完成实物成形与验证。结果 初始支架壁板与悬空区域存在材料冗余与局部应力集中现象,其高达6.3的安全系数表明该结构具有显著减重潜力。据此进行的优化设计,在成功减重15.52%的同时,将最大应力与位移分别控制在34.25 MPa与0.069 mm的较低水平,远低于材料屈服强度且满足安装精度要求,优化后支架的传力路径连续、应力分布均匀。LPBF成形件外形完整、表面质量良好,无裂纹、塌陷及翘曲等缺陷,验证了模型具有良好的工艺可行性。结论 本研究方法在保证结构强度与刚度的同时实现了减重,为航空承载构件的轻量化与增材制造一体化设计提供了可验证的设计框架。
Abstract
The work aims to propose a collaborative optimization method for laser additive manufacturing to achieve lightweight design of aircraft system installation brackets. A topology optimization model was developed by the variable density method (SIMP) with the optimization objective of maximizing static structural stiffness, while an integrated design framework was constructed by combining envelope optimization and shape optimization strategies. With a typical aircraft system installation bracket as the research object, systematic investigations including multi-load case finite element analysis, topology optimization, and geometric reconstruction were conducted. Laser Powder Bed Fusion (LPBF) process constraints were incorporated to achieve synergistic optimization between structural design and manufacturing processes. Finally, manufacturing and verification of the physical prototype were completed via the LPBF process. The initial bracket exhibited significant material redundancy and localized stress concentrations in the wall panels and overhanging regions, with a high safety factor of 6.3 indicating substantial weight reduction potential. The optimized structure achieved a 15.52% weight reduction while maintaining maximum stress and displacement at low levels of 34.25 MPa and 0.069 mm, respectively, well below the material yield strength, meeting installation accuracy requirements, with continuous load transfer paths and uniform stress distribution. The LPBF-formed components showed complete geometry and good surface quality, free from defects such as cracks, collapse, or warping, validating the good feasibility of the model. This research achieves significant weight reduction while ensuring structural strength and stiffness, providing a verifiable design framework for integrated lightweight and additive manufacturing design of aerospace load-bearing components.
关键词
激光粉末床熔融 /
飞机支架 /
轻量化设计 /
拓扑优化 /
包络优化
Key words
laser powder bed fusion /
aircraft bracket /
lightweight design /
topology optimization /
envelope optimization
{{custom_sec.title}}
{{custom_sec.title}}
{{custom_sec.content}}
参考文献
[1] 朱继宏, 何飞, 张卫红. 面向增材制造的飞行器结构优化设计关键问题[J]. 航空制造技术, 2017, 60(5): 16-21.
ZHU J H, HE F, ZHANG W H.Key Optimization Design Issues for Achieving Additively Manufactured Aircraft and Aerospace Structures[J]. Aeronautical Manufacturing Technology, 2017, 60(5): 16-21.
[2] GÜNTHER F, PILZ S, HIRSCH F, et al. Shape Optimization of Additively Manufactured Lattices Based on Triply Periodic Minimal Surfaces[J]. Additive Manufacturing, 2023, 73: 103659.
[3] MENG L, ZHANG W H, QUAN D L, et al.From Topology Optimization Design to Additive Manufacturing: Today's Success and Tomorrow's Roadmap[J]. Archives of Computational Methods in Engineering, 2020, 27(3): 805-830.
[4] 廖文和, 戴宁. 航空航天结构轻量化设计制造技术发展现状与挑战[J]. 南京航空航天大学学报, 2023, 55(3): 347-360.
LIAO W H, DAI N.Development and Challenge of Lightweight Design and Manufacturing Technology for Aerospace Structures[J]. Journal of Nanjing University of Aeronautics & Astronautics, 2023, 55(3): 347-360.
[5] 张卫红, 周涵, 李韶英, 等. 航天高性能薄壁构件的材料-结构一体化设计综述[J]. 航空学报, 2023, 44(9): 627428.
ZHANG W H, ZHOU H, LI S Y, et al.Material-Structure Integrated Design for High-Performance Aerospace Thin-Walled Component[J]. Acta Aeronautica et Astronautica Sinica, 2023, 44(9): 627428.
[6] 王雁, 陈亮, 蔡永明, 等. 基于降维模型的翼身融合主承力结构优化方法[J/OL]. 航空学报, 2025: 1-11. (2025-09-19).[2025-10-18].https://kns.cnki.net/KCMS/detail/detail.aspx?filename=HKXB20250918004&dbname=CJFD&dbcode=CJFQ.
WANG Y, CHEN L, CAI Y M, et al. Optimization Method for Primary Load-Bearing Structure of Blended Wing Body Aircraft Using Reduced-Dimensional Models[J/OL]. Acta Aeronautica et Astronautica Sinica, 2025: 1-11. (2025-09-19).[2025-10-18].https://kns.cnki.et/KCMS/detail/detail.aspx?filename=HKXB20250918004&dbname=CJFD&dbcode=CJFQ.
[7] SHU Z T, GAO L, LI H.Data-Driven Multiscale Topology Optimization of Solid-Lattice Hybrid Structures for Additive Manufacturing[J]. Additive Manufacturing, 2025, 110: 104920.
[8] 吴钦, 马颖超, 张永励, 等. 舵翼点阵骨架多尺度结构拓扑优化设计[J/OL]. 机械科学与技术, 2025: 1-7. (2025-04-16).[2025-10-18]. https://link.cnki.net/doi/10.13433/j.cnki.1003-8728.20250033.
WU Q, MA Y C, ZHANG Y L, et al. Multi-Scale Structural Topology Optimization Design of Rudder Lattice Skeleton[J/OL]. Mechanical Science and Technology for Aerospace Engineering, 2025: 1-7. (2025-04-16).[2025- 10-18]. https://link.cnki.net/doi/10.13433/j.cnki.1003-8728.20250033.
[9] IBHADODE O, ZHANG Z D, SIXT J, et al.Topology Optimization for Metal Additive Manufacturing: Current Trends, Challenges, and Future Outlook[J]. Virtual and Physical Prototyping, 2023, 18(1): e2181192.
[10] ZHANG X J, XUE Z P, CHENG Q T, et al.Optimization Design of Variable Density Lattice Structure for Additive Manufacturing[J]. Energy, 2022, 242: 122554.
[11] 龚海军, 王玲, 亢红叶, 等. 面向增材制造的航空发动机支架拓扑优化与工艺协同[J]. 机械设计与研究, 2025, 41(3): 146-151.
GONG H J, WANG L, KANG H Y, et al.Topology Optimization and Process Collaboration of Aircraft Engine Supports for Additive Manufacturing[J]. Machine Design & Research, 2025, 41(3): 146-151.
[12] WANG C, ZHANG W H, ZHOU L, et al.Topology Optimization of Self-Supporting Structures for Additive Manufacturing with B-Spline Parameterization[J]. Computer Methods in Applied Mechanics and Engineering, 2021, 374: 113599.
[13] 赵伟鸿, 王炳玉, 李昊卿. 激光增材制造钛合金髋关节残余应力与变形的有效预测[J]. 精密成形工程, 2025, 17(9): 95-102.
ZHAO W H, WANG B Y, LI H Q.Effective Prediction of Residual Stress and Deformation in Titanium Alloy Hip Joints by Laser Powder Bed Fusion[J]. Journal of Netshape Forming Engineering, 2025, 17(9): 95-102.
[14] 魏伟, 吴海鑫, 吴晓萱, 等. 增材制造自支撑设计综述[J]. 中国激光, 2024, 51(10): 1002307.
WEI W, WU H X, WU X X, et al.Review of Self-Supporting Design for Additive Manufacturing[J]. Chinese Journal of Lasers, 2024, 51(10): 1002307.
[15] YAGO D, JUAN C T, LLOBERAS-VALLS O, et al.Topology Optimization Methods for 3D Structural Problems: A Comparative Study[J]. Archives of Computational Methods in Engineering, 2022, 29(3): 1525-1567.
[16] ZHU J H, ZHANG W H, XIA L.Topology Optimization in Aircraft and Aerospace Structures Design[J]. Archives of Computational Methods in Engineering, 2016, 23(4): 595-622.
[17] 张磊, 寇若洋, 岳之斌, 等. 面向轻量化结构设计的连续体拓扑优化研究进展[J]. 西北工业大学学报, 2025, 43(4): 702-722.
ZHANG L, KOU R Y, YUE Z B, et al.Research Progress on Continuum Topology Optimization for Lightweight Structure Design[J]. Journal of Northwestern Polytechnical University, 2025, 43(4): 702-722.
[18] 高强, 王健, 张严, 等. 拓扑优化方法及其在运载工程中的应用与展望[J]. 机械工程学报, 2024, 60(4): 369-390.
GAO Q, WANG J, ZHANG Y, et al.Topology Optimization Approaches and Its Application and Prospect in Transportation Engineering[J]. Journal of Mechanical Engineering, 2024, 60(4): 369-390.
[19] WANG D, WEI X M, LIU J, et al.Lightweight Design of an AlSi10Mg Aviation Control Stick Additively Manufactured by Laser Powder Bed Fusion[J]. Rapid Prototyping Journal, 2022, 28(10): 1869-1881.
[20] XIE B C, WU X L, LIU L, et al.Topological Design of a Hinger Bracket Based on Additive Manufacturing[J]. Materials, 2023, 16(11): 4061.
[21] HAN N M, ZHANG X M, LIU S D, et al.Effects of Pre-Stretching and Ageing on the Strength and Fracture Toughness of Aluminum Alloy 7050[J]. Materials Science and Engineering: A, 2011, 528(10/11): 3714-3721.
[22] DAN C Y, CUI Y C, WU Y, et al.Achieving Ultrahigh Fatigue Resistance in AlSi10Mg Alloy by Additive Manufacturing[J]. Nature Materials, 2023, 22(10): 1182-1188.
[23] QI T, ZHU H H, ZENG X Y, et al.Effect of Si Content on the Cracking Behavior of Selective Laser Melted Al7050[J]. Rapid Prototyping Journal, 2019, 25(10): 1592-1600.
[24] 程小全, 张纪奎, 郦正能. 飞机结构设计中载荷安全系数的工程意义[J]. 力学与实践, 2021, 43(4): 599-602.
CHENG X Q, ZHANG J K, LI Z N.Engineering Implication of Load Safety Factor in Aircraft Structure Design[J]. Mechanics in Engineering, 2021, 43(4): 599-602.
[25] 李恒, 严文凯, 陈逸豪, 等. 基于拓扑优化的四旋翼无人机机身轻量化设计[J]. 工程塑料应用, 2023, 51(2): 60-66.
LI H, YAN W K, CHEN Y H, et al.Lightweight Design of Four-Rotor UAV Fuselage Based on Topology Optimization[J]. Engineering Plastics Application, 2023, 51(2): 60-66.
[26] SHI G H, GUAN C Q, QUAN D L, et al.An Aerospace Bracket Designed by Thermo-Elastic Topology Optimization and Manufactured by Additive Manufacturing[J]. Chinese Journal of Aeronautics, 2020, 33(4): 1252-1259.
[27] LIU D C, HAO P, ZHANG K P, et al.On the Integrated Design of Curvilinearly Grid-Stiffened Panel with Non-Uniform Distribution and Variable Stiffener Profile[J]. Materials & Design, 2020, 190: 108556.
[28] HAN C J, ZOU Y J, DONG Z, et al.Manipulating Martensite Transformation to Achieve Superior Strength- Ductility Synergy in Laser Powder Bed Fusion of Nickel-Aluminium-Bronze Alloy via Heat Treatments[J]. Virtual and Physical Prototyping, 2025, 20(1): e2478227.
基金
国家重点研发计划(2024YFB4608200); 中央高校基本科研业务费杰出青年项目(2024ZYGXZR079); 中国科协青年人才托举工程(2023QNRC001)